Top 1K Features Creators Events Podcasts Books Extensions Interviews Blog Explorer CSV

hakaru

< >

hakaru is a programming language created in 2014.

#1006on PLDB 10Years Old
Download source code:
git clone https://github.com/hakaru-dev/hakaru
Homepage · Source Code

Hakaru is a simply-typed probabilistic programming language, designed for easy specification of probabilistic models and inference algorithms. This type of language is useful for the development of machine learning algorithms and stochastic modeling.


Example from the web:
def pulls(strength real): normal(strength, 1) def winner(a real, b real): a_pull <~ pulls(a) b_pull <~ pulls(b) return (a_pull > b_pull) alice <~ normal(0,1) bob <~ normal(0,1) carol <~ normal(0,1) match1 <~ winner(alice, bob) match2 <~ winner(bob, carol) match3 <~ winner(alice, carol)

- Build the next great programming language · Add · Issues · About · Search · Keywords · Livestreams · Labs · Resources · Acknowledgements

Built with Scroll v164.7.0